Midfielder Lampard, defender Terry and goalkeeper Cech have helped Chelsea to the brink of their first Premier League title for 50 years and the Champions League semi-finals.
Liverpool midfielder Steven Gerrard, Crystal Palace striker Andy Johnson and Arsenal forward Thierry Henry, winner of the award for the last two years, are the other candidates.